Partial Autoregression


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Documentation for package ‘partialAR’ version 1.0.11

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partialAR-package Partial autoregression
as.data.frame.par.fit Convert a fit of the PAR model to a single row data.frame
estimate.par Estimates the parameters of a partially autoregressive fit using lagged variances
fit.par Fit a partially autoregressive model
kalman.gain.par Kalman gain matrix of the partially autoregressive model
likelihood_ratio.par Computes log likelihood ratio for partial autoregressive model
loglik.par Negative log likelihood of a partially autoregressive fit
partialAR Partial autoregression
pvmr.par Proportion of variance attributable to mean reversion
rpar Random partially autoregressive sequence
sample.likelihood_ratio.par Generates random samples of the likelihood ratio for the partially autoregressive model
statehistory.par Estimates hidden states of a partially autoregressive model
test.par Likelihood ratio test for partially autoregressive model
which.hypothesis.partest Returns the preferred hypothesis when testing for partial autoregression